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The new e
Australasian Oil and Gas Perth 2017
Anthony Roe
2
The rise of Artificial Intelligence and the Cognitive Era:
Why Now? Computation
Machine
Learning Digitised
Data
Complex relations that are different under different context and may be different at different times
3
Large networks of smart things interacting with each other
Inputs Inputs Inputs
Outp
uts
Outp
uts
Outp
uts
Scale, diversity and complexity make
the relationships between inputs and
outputs difficult to determine
Best Option = determine
correlations between input and
output to learn the relationship
Machine learning finds relationships between inputs and outputs when its hard to build a model
Natural Language
Processing (NLP)
Video, Image,
Audio Analytics
Text Analytics Machine Learning
Artificial Intelligence Cognitive Landscape
4
Machine Learning
Natural Language
Text Analytics
Video/Image/Audio
Streaming Studio
Artificial Intelligence and Cognitive Analytics give a deeper ,
Artificial
Intelligence
Supporting Insurance Claim Assessors : Raw image of an asphalt roof
@2016IBM Corporation -- Confidential 7
The Visual API Classifies the imaged based on its training.
@2016IBM Corporation -- Confidential 8
@2016IBM Corporation -- Confidential 9
Train Wat son t o m im i c hum an reasoning by usi ng exam ples f or each l evel of cl assi f i cat i on
No Dam age (Negat i ve) Hai l Dam age (Posi t i ve) Wi nd Dam age (Posi t i ve)
The Assessment Information is fed into the Claims Report .